Eran Feit Blog posts

How to Use AI Face Animation for Lifelike Portraits

Live Portrait Animate

AI face animation is an advanced technique that breathes life into still portraits by applying artificial intelligence to understand and reproduce facial expressions and movements. It begins with facial feature detection—mapping key points such as eyes, nose, mouth and jaw. The system then analyses the subject’s expressions and applies predefined or custom animation templates to […]

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Free AI Image Generator – Text to Image AI Made Easy

ai image generator

An AI image generator is a type of artificial intelligence system that can turn written or spoken prompts into pictures. These systems belong to a class of generative models within deep learning. Unlike traditional graphics software that requires manual design, an AI image generator learns patterns from vast datasets and synthesizes entirely new visuals based

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How to Use Grounding DINO with Segment Anything Tutorial

grounding dino segment anything tutorial

Introduction In the world of AI-powered computer vision, combining detection, segmentation, and creative editing in a single pipeline is a major breakthrough. The grounding dino segment anything tutorial introduces precisely such a workflow — allowing you to detect arbitrary objects described in text, segment them precisely, and even manipulate them (for example via inpainting or

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Python Subtitle Generator Faster-Whisper: Create SRT Files Guide

Subtitle Generator Guide

Introduction Building a Python Subtitle Generator Faster-Whisper is a game-changer for content creators and developers looking for high-speed, accurate transcription. This guide provides a comprehensive workflow to automate speech-to-text conversion using the optimized Faster-Whisper engine. By the end of this tutorial, you will be able to process audio and video files directly into professional SRT

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AI Object Removal Using Python: A Practical Guide

AI Object Removal Using Python

Introduction AI Object Removal Using Python has quickly become one of the most practical and exciting applications of modern computer vision. It allows anyone—from developers to digital artists—to automatically erase unwanted objects from images without manually editing pixels. Instead of relying on traditional tools like clone stamping or masking, deep learning models can now detect

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Image Captioning using PyTorch and Transformers in Python

Image Captioning using PyTorch and Transformers in Python

Image captioning python is all about teaching a computer to look at a picture and describe it in natural language. Instead of manually writing alt-text or descriptions for every image, you use deep learning models to generate sentences automatically. With a few lines of code in Python, you can load a pre-trained vision–language model, pass

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Object Detection Heatmap for Tracking Moving Dogs

object detection heatmap

Object detection heatmap is a simple idea with a lot of power behind it.Instead of just drawing bounding boxes around objects, you aggregate all those detections into a colorful map that shows where activity is concentrated.Each new detection slightly “warms up” the corresponding region of the frame, so after processing many frames you get a

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YOLOv8 YouTube Object Detection in Python (Auto-Label + Live Inference)

How to use YOLOv8 for object detection on YouTube videos

YOLOv8 YouTube object detection in Python: a full pipeline you can reuse YOLOv8 YouTube object detection is one of the fastest ways to move from “demo code” to a real computer-vision workflow.Instead of training on random images, you build a dataset from actual video footage that matches what you want the model to learn. In

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Eran Feit